Triple

T12296677
Position Surface form Disambiguated ID Type / Status
Subject Ben Bova E293103 entity
Predicate notableWork P4 FINISHED
Object Faint Echoes, Distant Stars
Faint Echoes, Distant Stars is a science fiction short story collection by Ben Bova that explores humanity’s future in space and the ethical, political, and technological challenges that accompany it.
E976270 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Faint Echoes, Distant Stars | Statement: [Ben Bova, notableWork, Faint Echoes, Distant Stars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Faint Echoes, Distant Stars
Context triple: [Ben Bova, notableWork, Faint Echoes, Distant Stars]
  • A. The Stars, Like Dust
    The Stars, Like Dust is a science fiction novel by Isaac Asimov set in his Galactic Empire universe, following a young nobleman entangled in political intrigue and rebellion against a tyrannical interstellar regime.
  • B. All About the Stars
    All About the Stars is a popular science book for young readers by Anne Terry White that introduces and explains basic concepts about stars and astronomy.
  • C. The Light of Stars
    "The Light of Stars" is a reflective lyric poem by Henry Wadsworth Longfellow that contemplates guidance, hope, and moral steadfastness through the metaphor of starlight.
  • D. Underneath the Stars
    "Underneath the Stars" is a song featured on Mariah Carey's 1995 album *Daydream*, known for its nostalgic, 1970s soul-inspired sound and airy vocal production.
  • E. Distant Fantasies
    "Distant Fantasies" is a track from Kid Cudi's album "Passion, Pain & Demon Slayin'" that showcases his atmospheric, introspective hip-hop style.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Faint Echoes, Distant Stars
Triple: [Ben Bova, notableWork, Faint Echoes, Distant Stars]
Generated description
Faint Echoes, Distant Stars is a science fiction short story collection by Ben Bova that explores humanity’s future in space and the ethical, political, and technological challenges that accompany it.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Faint Echoes, Distant Stars
Target entity description: Faint Echoes, Distant Stars is a science fiction short story collection by Ben Bova that explores humanity’s future in space and the ethical, political, and technological challenges that accompany it.
  • A. The Stars, Like Dust
    The Stars, Like Dust is a science fiction novel by Isaac Asimov set in his Galactic Empire universe, following a young nobleman entangled in political intrigue and rebellion against a tyrannical interstellar regime.
  • B. All About the Stars
    All About the Stars is a popular science book for young readers by Anne Terry White that introduces and explains basic concepts about stars and astronomy.
  • C. The Light of Stars
    "The Light of Stars" is a reflective lyric poem by Henry Wadsworth Longfellow that contemplates guidance, hope, and moral steadfastness through the metaphor of starlight.
  • D. Underneath the Stars
    "Underneath the Stars" is a song featured on Mariah Carey's 1995 album *Daydream*, known for its nostalgic, 1970s soul-inspired sound and airy vocal production.
  • E. Distant Fantasies
    "Distant Fantasies" is a track from Kid Cudi's album "Passion, Pain & Demon Slayin'" that showcases his atmospheric, introspective hip-hop style.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93ed903808190b7ed90e0db3d7586 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e7b88d08190a195a294a7fbd168 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f620759f348190baa9af5b33d4e37f completed May 2, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_69f624bf23948190b182e4c31564d210 completed May 2, 2026, 4:22 p.m.
Created at: April 8, 2026, 9:52 p.m.